ROC curve analysis is a classical evaluation technique with origins in the signal processing literature [1]}.
[2]} introduced a ROC convex hull method for evaluation.
[3]} provide a proof of AUC consistency, whereas [4]} showed that it is incoherent with respect to classification costs, and proposed the “H measure” as an alternative.
[5]} proposed a generalization to predicted values which have a non-monotone relationship with the desired class label.
